The objective of our HOI-aware deformable attentions (Dual-Entity attention and Entity-conditioned Context attention) is to efficiently and effectively extract information of HOIs from multi-scale feature maps for a given HOI query.
Figure REF  shows conceptual illustrations of (a) deformable attention in literature [1]}, (b) Dual-Entity attentions and (c) Entity-conditioned Context attention.
